# Project Knowledge MCP Server

> Use this tool when you need to analyze and visualize GitLab group projects to extract key information such as purpose, dependencies, and database tables. It solves problems related to project understanding and knowledge management by providing a centralized server for MCP tools and a read-only HTML visualization. The tool takes GitLab project data as input and outputs structured knowledge, making it ideal for use cases where project insights and dependencies need to be easily accessible and understood.

Canonical page: https://skillsregistry.net/skills/nampd3-gitlab-knowledege  
JSON: https://api.skillsregistry.net/v1/skills/nampd3-gitlab-knowledege

## Description

Analyzes GitLab group projects to extract purpose, I/O, dependencies, and database tables, serving this knowledge via MCP tools and a read-only HTML visualization.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/yo5q7xde7i)
- **Repository:** <https://github.com/nampd3/gitlab-knowledege>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "nampd3-gitlab-knowledege"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/nampd3-gitlab-knowledege` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/nampd3-gitlab-knowledege/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt